[2] She is the professor of geometry and topology in the department of mathematics at the University of the Basque Country.
[2] She was a mathematics student at the University of Santiago de Compostela, earning a licentiate there in 1974 and completing her doctorate in 1976.
[4] Her dissertation, Estructura y propiedades de las variedades G1, was supervised by Enrique Vidal Abascal [es].
[5] After postdoctoral research with Alfred Gray at the University of Maryland, College Park, she joined the faculty of science at the University of the Basque Country in 1986, becoming the first female professor in the faculty.
[2] In 1988, the government of the Province of Pontevedra gave Fernández the Antonio Odriozola Prize for basic research.